Machine learning algorithm for early-stage prediction of severe morbidity in COVID-19 pneumonia patients based on bio-signals

Machine learning algorithm for early-stage prediction of severe morbidity in COVID-19 pneumonia patients based on bio-signals

Abstract Background Paralysis of medical systems has emerged as a major problem not only in Korea but also globally because of the COVID-19 pandemic. Therefore, early identification and treatment of COVID-19 are crucial. This study aims to develop a machine-learning algorithm based on bio-signals th...

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Bibliographic Details
Main Authors: Seung Min Baik, Kyung Tae Kim, Haneol Lee, Jung Hwa Lee
Format: Article
Language:English
Published: BMC 2023-04-01
Series:BMC Pulmonary Medicine
Subjects:
COVID-19
Machine learning
Bio-signal
Morbidity, Prediction
Online Access:https://doi.org/10.1186/s12890-023-02421-8

Internet

https://doi.org/10.1186/s12890-023-02421-8

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